Overview
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 1.088 |
| Missing cells | 162 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 204.0 KiB |
| Average record size in memory | 192.0 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Categorical | 4 |
| Numeric | 13 |
| Boolean | 3 |
Abdominal Circumference (cm) is highly overall correlated with Waist-to-Height Ratio | High correlation |
BMI is highly overall correlated with CVD Risk Score and 1 other fields | High correlation |
CVD Risk Score is highly overall correlated with BMI | High correlation |
Estimated LDL (mg/dL) is highly overall correlated with Total Cholesterol (mg/dL) | High correlation |
Total Cholesterol (mg/dL) is highly overall correlated with Estimated LDL (mg/dL) | High correlation |
Waist-to-Height Ratio is highly overall correlated with Abdominal Circumference (cm) | High correlation |
Weight (kg) is highly overall correlated with BMI | High correlation |
Total Cholesterol (mg/dL) has 42 (3.9%) missing values | Missing |
Systolic BP has 40 (3.7%) missing values | Missing |
Diastolic BP has 51 (4.7%) missing values | Missing |
Patient ID has unique values | Unique |
Reproduction
| Analysis started | 2026-02-15 02:51:22.029576 |
|---|---|
| Analysis finished | 2026-02-15 02:51:29.744709 |
| Duration | 7.72 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Patient ID
Text
Unique
| Distinct | 1088 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.0 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 1.088 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | isDx5313 |
|---|---|
| 2nd row | LHCK2961 |
| 3rd row | dCDO1109 |
| 4th row | pnpE1080 |
| 5th row | MQyB2747 |
| Value | Count | Frequency (%) |
| isdx5313 | 1 | 0.1% |
| lhck2961 | 1 | 0.1% |
| dcdo1109 | 1 | 0.1% |
| pnpe1080 | 1 | 0.1% |
| mqyb2747 | 1 | 0.1% |
| dhdn8968 | 1 | 0.1% |
| vkql9700 | 1 | 0.1% |
| nktq6689 | 1 | 0.1% |
| smmi3956 | 1 | 0.1% |
| alyl9188 | 1 | 0.1% |
| Other values (1078) | 1078 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 456 | 5.2% |
| 9 | 450 | 5.2% |
| 0 | 446 | 5.1% |
| 8 | 442 | 5.1% |
| 1 | 438 | 5.0% |
| 2 | 437 | 5.0% |
| 6 | 430 | 4.9% |
| 4 | 424 | 4.9% |
| 5 | 416 | 4.8% |
| 3 | 413 | 4.7% |
| Other values (52) | 4352 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8704 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7 | 456 | 5.2% |
| 9 | 450 | 5.2% |
| 0 | 446 | 5.1% |
| 8 | 442 | 5.1% |
| 1 | 438 | 5.0% |
| 2 | 437 | 5.0% |
| 6 | 430 | 4.9% |
| 4 | 424 | 4.9% |
| 5 | 416 | 4.8% |
| 3 | 413 | 4.7% |
| Other values (52) | 4352 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8704 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7 | 456 | 5.2% |
| 9 | 450 | 5.2% |
| 0 | 446 | 5.1% |
| 8 | 442 | 5.1% |
| 1 | 438 | 5.0% |
| 2 | 437 | 5.0% |
| 6 | 430 | 4.9% |
| 4 | 424 | 4.9% |
| 5 | 416 | 4.8% |
| 3 | 413 | 4.7% |
| Other values (52) | 4352 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8704 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7 | 456 | 5.2% |
| 9 | 450 | 5.2% |
| 0 | 446 | 5.1% |
| 8 | 442 | 5.1% |
| 1 | 438 | 5.0% |
| 2 | 437 | 5.0% |
| 6 | 430 | 4.9% |
| 4 | 424 | 4.9% |
| 5 | 416 | 4.8% |
| 3 | 413 | 4.7% |
| Other values (52) | 4352 |
Date of Service
Date
| Distinct | 841 |
|---|---|
| Distinct (%) | 77.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.0 KiB |
| Minimum | 2020-01-02 00:00:00 |
|---|---|
| Maximum | 2025-12-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 547 | |
| F | 541 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 547 | |
| f | 541 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 547 | |
| F | 541 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1088 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 547 | |
| F | 541 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1088 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 547 | |
| F | 541 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1088 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 547 | |
| F | 541 |
Age
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 7 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.876049 |
| Minimum | 6.42 |
|---|---|
| Maximum | 89.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 6.42 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 37 |
| median | 46 |
| Q3 | 55 |
| 95-th percentile | 71 |
| Maximum | 89.42 |
| Range | 83 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.682757 |
|---|---|
| Coefficient of variation (CV) | 0.27055942 |
| Kurtosis | -0.14183112 |
| Mean | 46.876049 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.47576787 |
| Sum | 50673.009 |
| Variance | 160.85231 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 32 | 36 | 3.3% |
| 30 | 36 | 3.3% |
| 37 | 36 | 3.3% |
| 49 | 36 | 3.3% |
| 48 | 34 | 3.1% |
| 31 | 34 | 3.1% |
| 43 | 33 | 3.0% |
| 33 | 33 | 3.0% |
| 39 | 32 | 2.9% |
| 55 | 31 | 2.8% |
| Other values (49) | 740 |
| Value | Count | Frequency (%) |
| 6.42 | 1 | 0.1% |
| 6.99 | 1 | 0.1% |
| 25 | 7 | 0.6% |
| 26 | 8 | 0.7% |
| 27 | 7 | 0.6% |
| 28 | 6 | 0.6% |
| 29 | 9 | 0.8% |
| 30 | 36 | |
| 31 | 34 | |
| 32 | 36 |
| Value | Count | Frequency (%) |
| 89.42 | 1 | 0.1% |
| 88.464 | 1 | 0.1% |
| 85.715 | 1 | 0.1% |
| 79 | 10 | |
| 78 | 3 | 0.3% |
| 76 | 9 | |
| 75 | 12 | |
| 74 | 4 | 0.4% |
| 73 | 5 | |
| 72 | 8 |
Weight (kg)
Real number (ℝ)
High correlation
| Distinct | 828 |
|---|---|
| Distinct (%) | 76.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.109234 |
| Minimum | 13.261 |
|---|---|
| Maximum | 158.523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 13.261 |
|---|---|
| 5-th percentile | 53.17 |
| Q1 | 66.68925 |
| median | 87.023 |
| Q3 | 105.5 |
| 95-th percentile | 117.265 |
| Maximum | 158.523 |
| Range | 145.262 |
| Interquartile range (IQR) | 38.81075 |
Descriptive statistics
| Standard deviation | 22.078782 |
|---|---|
| Coefficient of variation (CV) | 0.25640435 |
| Kurtosis | -0.81473197 |
| Mean | 86.109234 |
| Median Absolute Deviation (MAD) | 19.57532 |
| Skewness | -0.07842616 |
| Sum | 93686.847 |
| Variance | 487.47263 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 116.2 | 6 | 0.6% |
| 100.4 | 5 | 0.5% |
| 116.5 | 4 | 0.4% |
| 69.2 | 4 | 0.4% |
| 110.5 | 4 | 0.4% |
| 83.6 | 4 | 0.4% |
| 99.5 | 4 | 0.4% |
| 91.4 | 3 | 0.3% |
| 111.9 | 3 | 0.3% |
| 97.8 | 3 | 0.3% |
| Other values (818) | 1048 |
| Value | Count | Frequency (%) |
| 13.261 | 1 | |
| 15.036 | 1 | |
| 19.578 | 1 | |
| 21.038 | 1 | |
| 21.316 | 1 | |
| 46.65093602 | 1 | |
| 50.1 | 1 | |
| 50.2 | 1 | |
| 50.307 | 1 | |
| 50.343 | 1 |
| Value | Count | Frequency (%) |
| 158.523 | 1 | |
| 157.164 | 1 | |
| 149.877 | 1 | |
| 143.7938204 | 1 | |
| 132.8234247 | 1 | |
| 124.3665042 | 1 | |
| 121.200539 | 1 | |
| 120 | 1 | |
| 119.9 | 1 | |
| 119.8 | 1 |
Height (m)
Real number (ℝ)
| Distinct | 316 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7558365 |
| Minimum | 1.1960621 |
|---|---|
| Maximum | 2.4803974 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 1.1960621 |
|---|---|
| 5-th percentile | 1.5727 |
| Q1 | 1.6695 |
| median | 1.7571216 |
| Q3 | 1.842 |
| 95-th percentile | 1.95 |
| Maximum | 2.4803974 |
| Range | 1.2843353 |
| Interquartile range (IQR) | 0.1725 |
Descriptive statistics
| Standard deviation | 0.12260575 |
|---|---|
| Coefficient of variation (CV) | 0.06982754 |
| Kurtosis | 1.7421719 |
| Mean | 1.7558365 |
| Median Absolute Deviation (MAD) | 0.08712161 |
| Skewness | 0.28544484 |
| Sum | 1910.3502 |
| Variance | 0.015032169 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.81 | 33 | 3.0% |
| 1.76 | 32 | 2.9% |
| 1.63 | 31 | 2.8% |
| 1.7 | 30 | 2.8% |
| 1.66 | 27 | 2.5% |
| 1.74 | 27 | 2.5% |
| 1.73 | 26 | 2.4% |
| 1.87 | 26 | 2.4% |
| 1.86 | 25 | 2.3% |
| 1.83 | 25 | 2.3% |
| Other values (306) | 806 |
| Value | Count | Frequency (%) |
| 1.196062136 | 1 | |
| 1.38 | 1 | |
| 1.388 | 1 | |
| 1.41 | 1 | |
| 1.463412148 | 1 | |
| 1.490997907 | 1 | |
| 1.5 | 1 | |
| 1.503 | 1 | |
| 1.505 | 1 | |
| 1.506 | 2 |
| Value | Count | Frequency (%) |
| 2.480397405 | 1 | |
| 2.394941008 | 1 | |
| 2.175578037 | 1 | |
| 2.146 | 1 | |
| 2.141 | 1 | |
| 2.139 | 1 | |
| 2.125544598 | 1 | |
| 2.117 | 1 | |
| 2.11 | 1 | |
| 2.079703135 | 1 |
BMI
Real number (ℝ)
High correlation
| Distinct | 639 |
|---|---|
| Distinct (%) | 58.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.610232 |
| Minimum | 5.184 |
|---|---|
| Maximum | 53.028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 5.184 |
|---|---|
| 5-th percentile | 17.8 |
| Q1 | 22.38825 |
| median | 28.35 |
| Q3 | 34.2 |
| 95-th percentile | 40.065 |
| Maximum | 53.028 |
| Range | 47.844 |
| Interquartile range (IQR) | 11.81175 |
Descriptive statistics
| Standard deviation | 7.4147619 |
|---|---|
| Coefficient of variation (CV) | 0.25916469 |
| Kurtosis | -0.51192687 |
| Mean | 28.610232 |
| Median Absolute Deviation (MAD) | 5.916 |
| Skewness | 0.20667557 |
| Sum | 31127.933 |
| Variance | 54.978694 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19.5 | 8 | 0.7% |
| 33.4 | 8 | 0.7% |
| 20 | 6 | 0.6% |
| 35.6 | 6 | 0.6% |
| 18.4 | 6 | 0.6% |
| 20.8 | 6 | 0.6% |
| 33.8 | 6 | 0.6% |
| 19.7 | 6 | 0.6% |
| 31.2 | 6 | 0.6% |
| 27.1 | 6 | 0.6% |
| Other values (629) | 1024 |
| Value | Count | Frequency (%) |
| 5.184 | 1 | |
| 6.235 | 1 | |
| 15 | 2 | |
| 15.1 | 1 | |
| 15.3 | 1 | |
| 15.4 | 2 | |
| 15.5 | 1 | |
| 15.6 | 1 | |
| 15.7 | 2 | |
| 15.8 | 2 |
| Value | Count | Frequency (%) |
| 53.028 | 1 | |
| 52.74 | 1 | |
| 52.192 | 1 | |
| 52.136 | 1 | |
| 51.984 | 1 | |
| 51.022 | 1 | |
| 46.2 | 1 | |
| 46.1 | 1 | |
| 45.6 | 1 | |
| 44.8 | 1 |
Abdominal Circumference (cm)
Real number (ℝ)
High correlation
| Distinct | 712 |
|---|---|
| Distinct (%) | 65.5% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.024074 |
| Minimum | 49.542 |
|---|---|
| Maximum | 136.336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 49.542 |
|---|---|
| 5-th percentile | 72.4127 |
| Q1 | 80.5 |
| median | 91.5 |
| Q3 | 102.6 |
| 95-th percentile | 112.4337 |
| Maximum | 136.336 |
| Range | 86.794 |
| Interquartile range (IQR) | 22.1 |
Descriptive statistics
| Standard deviation | 13.317242 |
|---|---|
| Coefficient of variation (CV) | 0.14471477 |
| Kurtosis | -0.56469397 |
| Mean | 92.024074 |
| Median Absolute Deviation (MAD) | 11.1 |
| Skewness | 0.23575198 |
| Sum | 100030.17 |
| Variance | 177.34894 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76.3 | 6 | 0.6% |
| 91 | 6 | 0.6% |
| 86.9 | 6 | 0.6% |
| 96.6 | 6 | 0.6% |
| 99.1 | 6 | 0.6% |
| 101.1 | 6 | 0.6% |
| 78.1 | 5 | 0.5% |
| 94.4 | 5 | 0.5% |
| 75.1 | 5 | 0.5% |
| 74.2 | 5 | 0.5% |
| Other values (702) | 1031 |
| Value | Count | Frequency (%) |
| 49.542 | 1 | |
| 70 | 1 | |
| 70.05 | 1 | |
| 70.091 | 1 | |
| 70.1 | 2 | |
| 70.184 | 1 | |
| 70.2 | 1 | |
| 70.3 | 2 | |
| 70.4 | 1 | |
| 70.411 | 1 |
| Value | Count | Frequency (%) |
| 136.336 | 1 | |
| 136.319 | 1 | |
| 134.297 | 1 | |
| 133.846 | 1 | |
| 133.735 | 1 | |
| 133.065 | 1 | |
| 132.861 | 1 | |
| 119.996 | 1 | |
| 119.874 | 1 | |
| 119.736 | 1 |
| Distinct | 950 |
|---|---|
| Distinct (%) | 87.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.0 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 5 |
Unique
| Unique | 825 ? |
|---|---|
| Unique (%) | 75.8% |
Sample
| 1st row | 112/83 |
|---|---|
| 2nd row | 101/91 |
| 3rd row | 92/89 |
| 4th row | 121/68 |
| 5th row | 107/61 |
| Value | Count | Frequency (%) |
| 103/96 | 3 | 0.3% |
| 111/97 | 3 | 0.3% |
| 126/86 | 3 | 0.3% |
| 129/61 | 3 | 0.3% |
| 127/84 | 3 | 0.3% |
| 127/77 | 3 | 0.3% |
| 143/67 | 3 | 0.3% |
| 113/77 | 3 | 0.3% |
| 142/66 | 3 | 0.3% |
| 114/63 | 3 | 0.3% |
| Other values (940) | 1058 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1569 | |
| / | 1088 | |
| 9 | 584 | 8.9% |
| 6 | 506 | 7.8% |
| 7 | 496 | 7.6% |
| 0 | 445 | 6.8% |
| 8 | 432 | 6.6% |
| 2 | 387 | 5.9% |
| 3 | 378 | 5.8% |
| 4 | 362 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6528 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1569 | |
| / | 1088 | |
| 9 | 584 | 8.9% |
| 6 | 506 | 7.8% |
| 7 | 496 | 7.6% |
| 0 | 445 | 6.8% |
| 8 | 432 | 6.6% |
| 2 | 387 | 5.9% |
| 3 | 378 | 5.8% |
| 4 | 362 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6528 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1569 | |
| / | 1088 | |
| 9 | 584 | 8.9% |
| 6 | 506 | 7.8% |
| 7 | 496 | 7.6% |
| 0 | 445 | 6.8% |
| 8 | 432 | 6.6% |
| 2 | 387 | 5.9% |
| 3 | 378 | 5.8% |
| 4 | 362 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6528 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1569 | |
| / | 1088 | |
| 9 | 584 | 8.9% |
| 6 | 506 | 7.8% |
| 7 | 496 | 7.6% |
| 0 | 445 | 6.8% |
| 8 | 432 | 6.6% |
| 2 | 387 | 5.9% |
| 3 | 378 | 5.8% |
| 4 | 362 | 5.5% |
Total Cholesterol (mg/dL)
Real number (ℝ)
High correlation Missing
| Distinct | 208 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 42 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 198.83214 |
| Minimum | -1.256 |
|---|---|
| Maximum | 385.679 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | -1.256 |
|---|---|
| 5-th percentile | 109 |
| Q1 | 151 |
| median | 197.5 |
| Q3 | 250 |
| 95-th percentile | 290 |
| Maximum | 385.679 |
| Range | 386.935 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 58.857041 |
|---|---|
| Coefficient of variation (CV) | 0.29601372 |
| Kurtosis | -0.69095551 |
| Mean | 198.83214 |
| Median Absolute Deviation (MAD) | 49.5 |
| Skewness | -0.068416955 |
| Sum | 207978.42 |
| Variance | 3464.1513 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 160 | 11 | 1.0% |
| 179 | 10 | 0.9% |
| 109 | 10 | 0.9% |
| 296 | 9 | 0.8% |
| 193 | 9 | 0.8% |
| 150 | 9 | 0.8% |
| 147 | 9 | 0.8% |
| 166 | 9 | 0.8% |
| 295 | 9 | 0.8% |
| 192 | 9 | 0.8% |
| Other values (198) | 952 | |
| (Missing) | 42 | 3.9% |
| Value | Count | Frequency (%) |
| -1.256 | 1 | 0.1% |
| 1.817 | 1 | 0.1% |
| 8.498 | 1 | 0.1% |
| 16.088 | 1 | 0.1% |
| 19.932 | 1 | 0.1% |
| 21.662 | 1 | 0.1% |
| 100 | 6 | |
| 101 | 4 | |
| 102 | 2 | 0.2% |
| 103 | 4 |
| Value | Count | Frequency (%) |
| 385.679 | 1 | 0.1% |
| 300 | 4 | |
| 299 | 4 | |
| 298 | 4 | |
| 297 | 4 | |
| 296 | 9 | |
| 295 | 9 | |
| 294 | 5 | |
| 293 | 5 | |
| 292 | 2 | 0.2% |
HDL (mg/dL)
Real number (ℝ)
| Distinct | 69 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 9 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.819306 |
| Minimum | 0.008 |
|---|---|
| Maximum | 110.315 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0.008 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 42 |
| median | 56 |
| Q3 | 69 |
| 95-th percentile | 80.1 |
| Maximum | 110.315 |
| Range | 110.307 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 16.479661 |
|---|---|
| Coefficient of variation (CV) | 0.29523228 |
| Kurtosis | -0.55255064 |
| Mean | 55.819306 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.013935268 |
| Sum | 60229.031 |
| Variance | 271.57923 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38 | 28 | 2.6% |
| 46 | 27 | 2.5% |
| 78 | 26 | 2.4% |
| 63 | 26 | 2.4% |
| 44 | 25 | 2.3% |
| 31 | 24 | 2.2% |
| 59 | 23 | 2.1% |
| 76 | 23 | 2.1% |
| 61 | 23 | 2.1% |
| 66 | 23 | 2.1% |
| Other values (59) | 831 |
| Value | Count | Frequency (%) |
| 0.008 | 1 | 0.1% |
| 0.612 | 1 | 0.1% |
| 1.276 | 1 | 0.1% |
| 6.283 | 1 | 0.1% |
| 6.809 | 1 | 0.1% |
| 7.542 | 1 | 0.1% |
| 30 | 22 | |
| 31 | 24 | |
| 32 | 22 | |
| 33 | 17 |
| Value | Count | Frequency (%) |
| 110.315 | 1 | 0.1% |
| 108.304 | 1 | 0.1% |
| 104.882 | 1 | 0.1% |
| 89 | 7 | |
| 88 | 3 | 0.3% |
| 87 | 6 | |
| 86 | 4 | |
| 85 | 5 | |
| 84 | 5 | |
| 83 | 8 |
Fasting Blood Sugar (mg/dL)
Real number (ℝ)
| Distinct | 134 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 5 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.84532 |
| Minimum | 70 |
|---|---|
| Maximum | 219.667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 91 |
| median | 114 |
| Q3 | 137 |
| 95-th percentile | 176 |
| Maximum | 219.667 |
| Range | 149.667 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 31.151504 |
|---|---|
| Coefficient of variation (CV) | 0.26660463 |
| Kurtosis | -0.047923674 |
| Mean | 116.84532 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.61974153 |
| Sum | 126543.49 |
| Variance | 970.41623 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 19 | 1.7% |
| 96 | 18 | 1.7% |
| 115 | 18 | 1.7% |
| 90 | 17 | 1.6% |
| 148 | 17 | 1.6% |
| 89 | 17 | 1.6% |
| 92 | 16 | 1.5% |
| 107 | 16 | 1.5% |
| 103 | 16 | 1.5% |
| 75 | 16 | 1.5% |
| Other values (124) | 913 |
| Value | Count | Frequency (%) |
| 70 | 19 | |
| 71 | 6 | 0.6% |
| 72 | 10 | |
| 73 | 14 | |
| 74 | 11 | |
| 75 | 16 | |
| 76 | 11 | |
| 77 | 13 | |
| 78 | 10 | |
| 79 | 12 |
| Value | Count | Frequency (%) |
| 219.667 | 1 | 0.1% |
| 219.135 | 1 | 0.1% |
| 218.019 | 1 | 0.1% |
| 215.614 | 1 | 0.1% |
| 213.685 | 1 | 0.1% |
| 212.984 | 1 | 0.1% |
| 212.382 | 1 | 0.1% |
| 198 | 3 | |
| 197 | 1 | 0.1% |
| 196 | 2 |
| Value | Count | Frequency (%) |
| True | 565 | |
| False | 523 |
| Value | Count | Frequency (%) |
| True | 557 | |
| False | 531 |
Physical Activity Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.0 KiB |
| High | |
|---|---|
| Moderate | |
| Low |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.9852941 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High |
|---|---|
| 2nd row | High |
| 3rd row | Moderate |
| 4th row | Low |
| 5th row | High |
Common Values
| Value | Count | Frequency (%) |
| High | 380 | |
| Moderate | 356 | |
| Low | 352 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 380 | |
| moderate | 356 | |
| low | 352 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 712 | |
| o | 708 | |
| g | 380 | 7.0% |
| i | 380 | 7.0% |
| H | 380 | 7.0% |
| h | 380 | 7.0% |
| M | 356 | 6.6% |
| d | 356 | 6.6% |
| r | 356 | 6.6% |
| a | 356 | 6.6% |
| Other values (3) | 1060 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5424 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 712 | |
| o | 708 | |
| g | 380 | 7.0% |
| i | 380 | 7.0% |
| H | 380 | 7.0% |
| h | 380 | 7.0% |
| M | 356 | 6.6% |
| d | 356 | 6.6% |
| r | 356 | 6.6% |
| a | 356 | 6.6% |
| Other values (3) | 1060 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5424 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 712 | |
| o | 708 | |
| g | 380 | 7.0% |
| i | 380 | 7.0% |
| H | 380 | 7.0% |
| h | 380 | 7.0% |
| M | 356 | 6.6% |
| d | 356 | 6.6% |
| r | 356 | 6.6% |
| a | 356 | 6.6% |
| Other values (3) | 1060 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5424 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 712 | |
| o | 708 | |
| g | 380 | 7.0% |
| i | 380 | 7.0% |
| H | 380 | 7.0% |
| h | 380 | 7.0% |
| M | 356 | 6.6% |
| d | 356 | 6.6% |
| r | 356 | 6.6% |
| a | 356 | 6.6% |
| Other values (3) | 1060 |
Family History of CVD
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.6 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 545 | |
| False | 543 |
Waist-to-Height Ratio
Real number (ℝ)
High correlation
| Distinct | 379 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52562689 |
| Minimum | 0.259 |
|---|---|
| Maximum | 0.804 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0.259 |
|---|---|
| 5-th percentile | 0.403 |
| Q1 | 0.4565 |
| median | 0.522 |
| Q3 | 0.584 |
| 95-th percentile | 0.6667 |
| Maximum | 0.804 |
| Range | 0.545 |
| Interquartile range (IQR) | 0.1275 |
Descriptive statistics
| Standard deviation | 0.085524668 |
|---|---|
| Coefficient of variation (CV) | 0.16270984 |
| Kurtosis | -0.03429148 |
| Mean | 0.52562689 |
| Median Absolute Deviation (MAD) | 0.063 |
| Skewness | 0.33596539 |
| Sum | 571.35643 |
| Variance | 0.0073144689 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.423 | 11 | 1.0% |
| 0.499 | 9 | 0.8% |
| 0.434 | 8 | 0.7% |
| 0.522 | 8 | 0.7% |
| 0.518 | 8 | 0.7% |
| 0.561 | 8 | 0.7% |
| 0.466 | 8 | 0.7% |
| 0.504 | 8 | 0.7% |
| 0.475 | 8 | 0.7% |
| 0.552 | 8 | 0.7% |
| Other values (369) | 1003 |
| Value | Count | Frequency (%) |
| 0.259 | 1 | |
| 0.26 | 1 | |
| 0.267 | 1 | |
| 0.278 | 1 | |
| 0.36 | 1 | |
| 0.362 | 1 | |
| 0.365 | 1 | |
| 0.366 | 1 | |
| 0.37 | 1 | |
| 0.376 | 2 |
| Value | Count | Frequency (%) |
| 0.804 | 2 | |
| 0.787 | 2 | |
| 0.785 | 1 | |
| 0.784 | 1 | |
| 0.783 | 1 | |
| 0.782 | 1 | |
| 0.78 | 1 | |
| 0.759 | 1 | |
| 0.755 | 1 | |
| 0.749 | 1 |
Systolic BP
Real number (ℝ)
Missing
| Distinct | 98 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 40 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.94618 |
| Minimum | 49.914 |
|---|---|
| Maximum | 202.711 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 49.914 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 108 |
| median | 125 |
| Q3 | 141 |
| 95-th percentile | 168 |
| Maximum | 202.711 |
| Range | 152.797 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 22.714814 |
|---|---|
| Coefficient of variation (CV) | 0.18035333 |
| Kurtosis | -0.14725468 |
| Mean | 125.94618 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.30049634 |
| Sum | 131991.6 |
| Variance | 515.96276 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 139 | 25 | 2.3% |
| 102 | 23 | 2.1% |
| 111 | 22 | 2.0% |
| 125 | 20 | 1.8% |
| 130 | 20 | 1.8% |
| 113 | 20 | 1.8% |
| 144 | 20 | 1.8% |
| 136 | 19 | 1.7% |
| 127 | 19 | 1.7% |
| 126 | 18 | 1.7% |
| Other values (88) | 842 | |
| (Missing) | 40 | 3.7% |
| Value | Count | Frequency (%) |
| 49.914 | 1 | 0.1% |
| 51.148 | 1 | 0.1% |
| 53.238 | 1 | 0.1% |
| 58.513 | 1 | 0.1% |
| 90 | 10 | |
| 91 | 15 | |
| 92 | 15 | |
| 93 | 14 | |
| 94 | 12 | |
| 95 | 16 |
| Value | Count | Frequency (%) |
| 202.711 | 1 | 0.1% |
| 197.499 | 1 | 0.1% |
| 194.173 | 1 | 0.1% |
| 192.401 | 1 | 0.1% |
| 179 | 4 | |
| 178 | 7 | |
| 177 | 5 | |
| 176 | 3 | |
| 175 | 4 | |
| 174 | 4 |
Diastolic BP
Real number (ℝ)
Missing
| Distinct | 72 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 51 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.989943 |
| Minimum | 34.047 |
|---|---|
| Maximum | 134.066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 34.047 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 71 |
| median | 82 |
| Q3 | 94 |
| 95-th percentile | 113 |
| Maximum | 134.066 |
| Range | 100.019 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 15.714504 |
|---|---|
| Coefficient of variation (CV) | 0.18935432 |
| Kurtosis | 0.057954622 |
| Mean | 82.989943 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.33586535 |
| Sum | 86060.571 |
| Variance | 246.94565 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 91 | 30 | 2.8% |
| 92 | 28 | 2.6% |
| 65 | 28 | 2.6% |
| 61 | 27 | 2.5% |
| 84 | 26 | 2.4% |
| 63 | 26 | 2.4% |
| 71 | 26 | 2.4% |
| 78 | 26 | 2.4% |
| 95 | 26 | 2.4% |
| 66 | 26 | 2.4% |
| Other values (62) | 768 | |
| (Missing) | 51 | 4.7% |
| Value | Count | Frequency (%) |
| 34.047 | 1 | 0.1% |
| 35.243 | 2 | 0.2% |
| 35.317 | 1 | 0.1% |
| 35.793 | 1 | 0.1% |
| 36.995 | 1 | 0.1% |
| 37.602 | 1 | 0.1% |
| 60 | 22 | |
| 61 | 27 | |
| 62 | 16 | |
| 63 | 26 |
| Value | Count | Frequency (%) |
| 134.066 | 1 | 0.1% |
| 133.831 | 1 | 0.1% |
| 132.142 | 2 | 0.2% |
| 131.56 | 1 | 0.1% |
| 131.425 | 1 | 0.1% |
| 128.165 | 1 | 0.1% |
| 119 | 7 | |
| 118 | 7 | |
| 117 | 4 | |
| 116 | 4 |
Blood Pressure Category
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.0 KiB |
| Hypertension Stage 2 | |
|---|---|
| Hypertension Stage 1 | |
| Normal | |
| Elevated |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 16.599265 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hypertension Stage 1 |
|---|---|
| 2nd row | Hypertension Stage 2 |
| 3rd row | Hypertension Stage 1 |
| 4th row | Elevated |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Hypertension Stage 2 | 452 | |
| Hypertension Stage 1 | 361 | |
| Normal | 200 | |
| Elevated | 75 | 6.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| hypertension | 813 | |
| stage | 813 | |
| 2 | 452 | |
| 1 | 361 | |
| normal | 200 | 7.4% |
| elevated | 75 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2589 | |
| t | 1701 | 9.4% |
| 1626 | 9.0% | |
| n | 1626 | 9.0% |
| a | 1088 | 6.0% |
| r | 1013 | 5.6% |
| o | 1013 | 5.6% |
| p | 813 | 4.5% |
| H | 813 | 4.5% |
| y | 813 | 4.5% |
| Other values (12) | 4965 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18060 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2589 | |
| t | 1701 | 9.4% |
| 1626 | 9.0% | |
| n | 1626 | 9.0% |
| a | 1088 | 6.0% |
| r | 1013 | 5.6% |
| o | 1013 | 5.6% |
| p | 813 | 4.5% |
| H | 813 | 4.5% |
| y | 813 | 4.5% |
| Other values (12) | 4965 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18060 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2589 | |
| t | 1701 | 9.4% |
| 1626 | 9.0% | |
| n | 1626 | 9.0% |
| a | 1088 | 6.0% |
| r | 1013 | 5.6% |
| o | 1013 | 5.6% |
| p | 813 | 4.5% |
| H | 813 | 4.5% |
| y | 813 | 4.5% |
| Other values (12) | 4965 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18060 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2589 | |
| t | 1701 | 9.4% |
| 1626 | 9.0% | |
| n | 1626 | 9.0% |
| a | 1088 | 6.0% |
| r | 1013 | 5.6% |
| o | 1013 | 5.6% |
| p | 813 | 4.5% |
| H | 813 | 4.5% |
| y | 813 | 4.5% |
| Other values (12) | 4965 |
Estimated LDL (mg/dL)
Real number (ℝ)
High correlation
| Distinct | 231 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 6 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.4482 |
| Minimum | 1 |
|---|---|
| Maximum | 316.071 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 64 |
| median | 112 |
| Q3 | 162.75 |
| 95-th percentile | 207.95 |
| Maximum | 316.071 |
| Range | 315.071 |
| Interquartile range (IQR) | 98.75 |
Descriptive statistics
| Standard deviation | 59.640611 |
|---|---|
| Coefficient of variation (CV) | 0.52111445 |
| Kurtosis | -0.57653659 |
| Mean | 114.4482 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 0.26694312 |
| Sum | 123832.95 |
| Variance | 3557.0025 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 90 | 13 | 1.2% |
| 124 | 12 | 1.1% |
| 125 | 12 | 1.1% |
| 178 | 12 | 1.1% |
| 58 | 11 | 1.0% |
| 188 | 11 | 1.0% |
| 151 | 11 | 1.0% |
| 39 | 11 | 1.0% |
| 43 | 11 | 1.0% |
| 103 | 10 | 0.9% |
| Other values (221) | 968 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 6 | 2 | |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 9 | 4 | |
| 10 | 2 | |
| 11 | 1 | 0.1% |
| 12 | 3 | |
| 13 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 316.071 | 1 | |
| 311.246 | 1 | |
| 308.514 | 1 | |
| 306.921 | 1 | |
| 300.227 | 2 | |
| 298.492 | 1 | |
| 292.255 | 1 | |
| 237 | 2 | |
| 234 | 1 | |
| 232 | 1 |
CVD Risk Score
Real number (ℝ)
High correlation
| Distinct | 848 |
|---|---|
| Distinct (%) | 77.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.527355 |
| Minimum | 10.53 |
|---|---|
| Maximum | 114.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 10.53 |
|---|---|
| 5-th percentile | 13.26 |
| Q1 | 15.25 |
| median | 16.97 |
| Q3 | 18.8725 |
| 95-th percentile | 21.6802 |
| Maximum | 114.98 |
| Range | 104.45 |
| Interquartile range (IQR) | 3.6225 |
Descriptive statistics
| Standard deviation | 11.325999 |
|---|---|
| Coefficient of variation (CV) | 0.61131228 |
| Kurtosis | 49.950285 |
| Mean | 18.527355 |
| Median Absolute Deviation (MAD) | 1.816 |
| Skewness | 6.9265409 |
| Sum | 20157.762 |
| Variance | 128.27826 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15.45 | 4 | 0.4% |
| 17.7 | 4 | 0.4% |
| 14.16 | 4 | 0.4% |
| 17.95 | 4 | 0.4% |
| 16.85 | 4 | 0.4% |
| 17.05 | 4 | 0.4% |
| 14 | 4 | 0.4% |
| 15.41 | 4 | 0.4% |
| 16.33 | 4 | 0.4% |
| 17.17 | 4 | 0.4% |
| Other values (838) | 1048 |
| Value | Count | Frequency (%) |
| 10.53 | 1 | |
| 10.86 | 1 | |
| 10.89 | 1 | |
| 11.11 | 1 | |
| 11.25 | 2 | |
| 11.3 | 1 | |
| 11.6 | 1 | |
| 11.61 | 1 | |
| 11.633 | 1 | |
| 11.74 | 1 |
| Value | Count | Frequency (%) |
| 114.98 | 1 | |
| 114.968 | 1 | |
| 114.143 | 1 | |
| 112.343 | 1 | |
| 111.008 | 1 | |
| 110.094 | 1 | |
| 104.271 | 1 | |
| 104.087 | 1 | |
| 104.002 | 1 | |
| 99.775 | 1 |
CVD Risk Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.0 KiB |
| HIGH | |
|---|---|
| INTERMEDIARY | |
| LOW |
Length
| Max length | 12 |
|---|---|
| Median length | 4 |
| Mean length | 6.9237132 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HIGH |
|---|---|
| 2nd row | INTERMEDIARY |
| 3rd row | HIGH |
| 4th row | HIGH |
| 5th row | INTERMEDIARY |
Common Values
| Value | Count | Frequency (%) |
| HIGH | 516 | |
| INTERMEDIARY | 417 | |
| LOW | 155 | 14.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 516 | |
| intermediary | 417 | |
| low | 155 | 14.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 1350 | |
| H | 1032 | |
| E | 834 | |
| R | 834 | |
| G | 516 | 6.8% |
| N | 417 | 5.5% |
| T | 417 | 5.5% |
| M | 417 | 5.5% |
| D | 417 | 5.5% |
| A | 417 | 5.5% |
| Other values (4) | 882 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7533 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 1350 | |
| H | 1032 | |
| E | 834 | |
| R | 834 | |
| G | 516 | 6.8% |
| N | 417 | 5.5% |
| T | 417 | 5.5% |
| M | 417 | 5.5% |
| D | 417 | 5.5% |
| A | 417 | 5.5% |
| Other values (4) | 882 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7533 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 1350 | |
| H | 1032 | |
| E | 834 | |
| R | 834 | |
| G | 516 | 6.8% |
| N | 417 | 5.5% |
| T | 417 | 5.5% |
| M | 417 | 5.5% |
| D | 417 | 5.5% |
| A | 417 | 5.5% |
| Other values (4) | 882 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7533 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 1350 | |
| H | 1032 | |
| E | 834 | |
| R | 834 | |
| G | 516 | 6.8% |
| N | 417 | 5.5% |
| T | 417 | 5.5% |
| M | 417 | 5.5% |
| D | 417 | 5.5% |
| A | 417 | 5.5% |
| Other values (4) | 882 |
Interactions
Correlations
| Abdominal Circumference (cm) | Age | BMI | Blood Pressure Category | CVD Risk Level | CVD Risk Score | Diabetes Status | Diastolic BP | Estimated LDL (mg/dL) | Family History of CVD | Fasting Blood Sugar (mg/dL) | HDL (mg/dL) | Height (m) | Physical Activity Level | Sex | Smoking Status | Systolic BP | Total Cholesterol (mg/dL) | Waist-to-Height Ratio | Weight (kg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Abdominal Circumference (cm) | 1.000 | 0.064 | 0.028 | 0.078 | 0.059 | 0.096 | 0.097 | 0.038 | 0.055 | 0.000 | 0.008 | -0.028 | -0.010 | 0.047 | 0.000 | 0.036 | 0.043 | 0.049 | 0.887 | 0.050 |
| Age | 0.064 | 1.000 | 0.027 | 0.082 | 0.154 | 0.059 | 0.085 | 0.046 | -0.000 | 0.000 | 0.090 | 0.034 | 0.033 | 0.000 | 0.000 | 0.045 | 0.063 | 0.011 | 0.038 | 0.010 |
| BMI | 0.028 | 0.027 | 1.000 | 0.057 | 0.143 | 0.601 | 0.026 | 0.049 | 0.018 | 0.000 | 0.043 | -0.003 | -0.166 | 0.000 | 0.000 | 0.000 | 0.010 | 0.021 | 0.088 | 0.647 |
| Blood Pressure Category | 0.078 | 0.082 | 0.057 | 1.000 | 0.081 | 0.057 | 0.000 | 0.419 | 0.000 | 0.000 | 0.082 | 0.028 | 0.067 | 0.046 | 0.000 | 0.000 | 0.450 | 0.000 | 0.023 | 0.000 |
| CVD Risk Level | 0.059 | 0.154 | 0.143 | 0.081 | 1.000 | 0.047 | 0.173 | 0.104 | 0.149 | 0.223 | 0.118 | 0.133 | 0.135 | 0.129 | 0.000 | 0.216 | 0.118 | 0.129 | 0.031 | 0.109 |
| CVD Risk Score | 0.096 | 0.059 | 0.601 | 0.057 | 0.047 | 1.000 | 0.181 | 0.107 | 0.432 | 0.054 | 0.078 | 0.045 | -0.071 | 0.018 | 0.000 | 0.000 | 0.413 | 0.447 | 0.118 | 0.405 |
| Diabetes Status | 0.097 | 0.085 | 0.026 | 0.000 | 0.173 | 0.181 | 1.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.026 | 0.052 | 0.000 | 0.000 | 0.047 | 0.027 | 0.019 | 0.086 |
| Diastolic BP | 0.038 | 0.046 | 0.049 | 0.419 | 0.104 | 0.107 | 0.000 | 1.000 | 0.118 | 0.000 | 0.073 | 0.010 | 0.006 | 0.000 | 0.019 | 0.000 | 0.025 | 0.129 | 0.030 | 0.040 |
| Estimated LDL (mg/dL) | 0.055 | -0.000 | 0.018 | 0.000 | 0.149 | 0.432 | 0.037 | 0.118 | 1.000 | 0.021 | 0.003 | -0.148 | 0.032 | 0.000 | 0.029 | 0.000 | 0.020 | 0.931 | 0.034 | -0.003 |
| Family History of CVD | 0.000 | 0.000 | 0.000 | 0.000 | 0.223 | 0.054 | 0.000 | 0.000 | 0.021 | 1.000 | 0.044 | 0.027 | 0.079 | 0.015 | 0.024 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 |
| Fasting Blood Sugar (mg/dL) | 0.008 | 0.090 | 0.043 | 0.082 | 0.118 | 0.078 | 0.000 | 0.073 | 0.003 | 0.044 | 1.000 | 0.065 | 0.027 | 0.000 | 0.049 | 0.000 | 0.061 | 0.006 | -0.016 | 0.039 |
| HDL (mg/dL) | -0.028 | 0.034 | -0.003 | 0.028 | 0.133 | 0.045 | 0.000 | 0.010 | -0.148 | 0.027 | 0.065 | 1.000 | -0.016 | 0.000 | 0.046 | 0.000 | 0.062 | 0.112 | -0.016 | 0.013 |
| Height (m) | -0.010 | 0.033 | -0.166 | 0.067 | 0.135 | -0.071 | 0.026 | 0.006 | 0.032 | 0.079 | 0.027 | -0.016 | 1.000 | 0.000 | 0.017 | 0.034 | 0.023 | 0.025 | -0.362 | 0.052 |
| Physical Activity Level | 0.047 | 0.000 | 0.000 | 0.046 | 0.129 | 0.018 | 0.052 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 |
| Sex | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.029 | 0.024 | 0.049 | 0.046 | 0.017 | 0.000 | 1.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.042 |
| Smoking Status | 0.036 | 0.045 | 0.000 | 0.000 | 0.216 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.035 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Systolic BP | 0.043 | 0.063 | 0.010 | 0.450 | 0.118 | 0.413 | 0.047 | 0.025 | 0.020 | 0.000 | 0.061 | 0.062 | 0.023 | 0.000 | 0.000 | 0.000 | 1.000 | 0.025 | 0.024 | -0.003 |
| Total Cholesterol (mg/dL) | 0.049 | 0.011 | 0.021 | 0.000 | 0.129 | 0.447 | 0.027 | 0.129 | 0.931 | 0.023 | 0.006 | 0.112 | 0.025 | 0.043 | 0.000 | 0.000 | 0.025 | 1.000 | 0.033 | 0.004 |
| Waist-to-Height Ratio | 0.887 | 0.038 | 0.088 | 0.023 | 0.031 | 0.118 | 0.019 | 0.030 | 0.034 | 0.000 | -0.016 | -0.016 | -0.362 | 0.000 | 0.000 | 0.000 | 0.024 | 0.033 | 1.000 | 0.035 |
| Weight (kg) | 0.050 | 0.010 | 0.647 | 0.000 | 0.109 | 0.405 | 0.086 | 0.040 | -0.003 | 0.000 | 0.039 | 0.013 | 0.052 | 0.000 | 0.042 | 0.000 | -0.003 | 0.004 | 0.035 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Patient ID | Date of Service | Sex | Age | Weight (kg) | Height (m) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Blood Pressure Category | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | isDx5313 | November 08, 2023 | M | 44.0 | 114.3000 | 1.720 | 38.600 | 100.000 | 112/83 | 228.0 | 77.0 | 91.0 | Y | Y | High | N | 0.581 | 112.0 | 83.0 | Hypertension Stage 1 | 121.0 | 19.880 | HIGH |
| 1 | LHCK2961 | 20/03/2024 | F | 57.0 | 92.9230 | 1.842 | 33.116 | 106.315 | 101/91 | 158.0 | 71.0 | 76.0 | N | Y | High | Y | 0.577 | 101.0 | 91.0 | Hypertension Stage 2 | 57.0 | 16.833 | INTERMEDIARY |
| 2 | dCDO1109 | April 18, 2022 | F | 35.0 | 113.3000 | 1.780 | 35.800 | 79.600 | 92/89 | 158.0 | 34.0 | 111.0 | Y | N | Moderate | Y | 0.447 | 92.0 | 89.0 | Hypertension Stage 1 | 94.0 | 14.920 | HIGH |
| 3 | pnpE1080 | 01/11/2024 | F | 48.0 | 102.2000 | 1.750 | 33.400 | 106.700 | 121/68 | 207.0 | 49.0 | 147.0 | Y | Y | Low | Y | 0.610 | 121.0 | 68.0 | Elevated | 128.0 | 18.870 | HIGH |
| 4 | MQyB2747 | 25 Mar 24 | M | 43.0 | 52.7000 | 1.850 | 15.400 | 107.700 | 107/61 | 105.0 | 32.0 | 70.0 | Y | N | High | N | 0.582 | 107.0 | 61.0 | Normal | 43.0 | 10.530 | INTERMEDIARY |
| 5 | DHdn8968 | 22 May 25 | F | 31.0 | 87.0000 | 1.660 | 31.600 | 91.500 | 139/81 | 207.0 | 56.0 | 82.0 | N | N | Low | Y | 0.551 | 139.0 | 81.0 | Hypertension Stage 1 | 121.0 | 17.410 | HIGH |
| 6 | vkQL9700 | October 26, 2023 | M | 69.0 | 59.6840 | 1.940 | 23.914 | 117.986 | 106/115 | 206.0 | 42.0 | 140.0 | Y | Y | High | Y | 0.608 | 106.0 | 115.0 | Hypertension Stage 2 | 134.0 | 16.203 | HIGH |
| 7 | nktq6689 | January 16, 2022 | F | 57.0 | 100.1300 | 1.840 | 22.242 | 80.814 | 165/99 | 123.0 | 54.0 | 94.0 | N | N | Low | N | 0.439 | 165.0 | 99.0 | Hypertension Stage 2 | 39.0 | 15.158 | LOW |
| 8 | SMmI3956 | 10/11/2023 | M | 43.0 | 117.9000 | 1.900 | 32.700 | 93.100 | 127/99 | 293.0 | 69.0 | 125.0 | N | N | Moderate | Y | 0.490 | 127.0 | 99.0 | Hypertension Stage 2 | 194.0 | 18.750 | INTERMEDIARY |
| 9 | aLYL9188 | 05 Dec 21 | F | 58.0 | 97.3875 | 1.750 | 31.800 | 71.400 | 135/88 | 272.0 | 58.0 | 132.0 | N | N | Low | N | 0.408 | 135.0 | 88.0 | Hypertension Stage 1 | 184.0 | 18.550 | HIGH |
| Patient ID | Date of Service | Sex | Age | Weight (kg) | Height (m) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Blood Pressure Category | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1218 | wWyM6139 | 10 Mar 22 | F | 57.0 | 80.000000 | 1.610 | 30.900 | 93.0000 | 112/71 | 296.0 | 67.000 | 101.0 | Y | N | Low | N | 0.578 | 112.0 | 71.0 | Normal | 199.0 | 17.700 | HIGH |
| 1220 | wwQq6290 | 06 Aug 24 | M | 58.0 | 118.300000 | 1.660 | 42.900 | 103.2520 | 119/65 | 149.0 | 66.000 | 127.0 | N | Y | Moderate | N | 0.622 | 119.0 | 65.0 | Normal | 53.0 | 93.898 | INTERMEDIARY |
| 1222 | xFVW5778 | June 09, 2021 | M | 31.0 | 51.340962 | 1.580 | 20.566 | 86.8760 | 142/74 | 213.0 | 76.000 | 182.0 | Y | N | High | N | 0.550 | 142.0 | 74.0 | Hypertension Stage 2 | 107.0 | 15.473 | HIGH |
| 1224 | xbYu9929 | 20/11/2024 | M | 46.0 | 72.000000 | 1.750 | 23.500 | 89.1000 | 100/90 | 198.0 | 76.000 | 141.0 | N | N | Low | N | 0.509 | 100.0 | 90.0 | Hypertension Stage 2 | 92.0 | 13.660 | INTERMEDIARY |
| 1226 | yAIB3468 | 29 Jan 22 | F | 53.0 | 70.300000 | 1.670 | 6.235 | 88.8000 | 130/97 | 277.0 | 60.000 | 113.0 | N | N | Low | Y | 0.532 | 130.0 | 97.0 | Hypertension Stage 1 | 187.0 | 17.080 | HIGH |
| 1228 | yvsn3005 | 28 Oct 20 | F | 60.0 | 54.300000 | 1.810 | 16.600 | 99.1000 | 133/65 | 187.0 | 78.000 | 80.0 | N | Y | High | N | 0.548 | 133.0 | 65.0 | Hypertension Stage 1 | 79.0 | 15.710 | INTERMEDIARY |
| 1230 | zZle5455 | 13 Apr 22 | M | 53.0 | 108.159000 | 1.925 | 24.081 | 79.1175 | 162/94 | 141.0 | 0.612 | 178.0 | Y | Y | Moderate | N | 0.411 | 162.0 | 94.0 | Hypertension Stage 2 | 63.0 | 17.736 | HIGH |
| 1232 | zcgB3048 | 12/06/2020 | M | 38.0 | 60.436000 | 1.506 | 20.269 | 79.7000 | 168/63 | 119.0 | 46.000 | 190.0 | N | N | High | N | 0.529 | 168.0 | 63.0 | Hypertension Stage 2 | 43.0 | 14.834 | HIGH |
| 1234 | zhZi8857 | December 05, 2025 | F | 36.0 | 81.200000 | 1.750 | 26.500 | 74.0000 | 141/76 | 225.0 | 31.000 | 124.0 | Y | N | Moderate | Y | 0.423 | 141.0 | NaN | Hypertension Stage 2 | 164.0 | 16.850 | HIGH |
| 1236 | zxhX5525 | November 13, 2021 | M | 26.0 | 58.953000 | 1.688 | 25.286 | 76.8040 | 110/114 | 258.0 | 58.000 | 146.0 | N | N | High | Y | 0.455 | 110.0 | 114.0 | Hypertension Stage 2 | 170.0 | 15.717 | HIGH |